Yuchen Liu, Kaiyang Han, Zhiqiang Xia, Yudong Zhang, Chen Song, Kangyu Tang, Jiaming Xu, Xiushi Feng, WenXuan Yu, Li Peng, Mingyang Wang, Kai Wang, Changpeng Yang, Yang Li, Haoyu Lu, Hao Wang, Bingna Xu, Guangyao Liu, Long Huang, Kaibin Guo, Jinyang Wu, Dan Wu, Hongzhen Wang, Peng Zhou, Shuai Nie, Shande Wang, Runyu Shi, Ying Huang: HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices. CoRR abs/2512.14052 (2025)